Predictive Sample Reuse is an alternative to parameter estimation for solving a variety of statistical problems. The technique is described and its relevance to criterion referenced measurement discussed. An item analysis procedure which does not require multiple test administrations or variability in test or item scores and which adheres to the philosophy of criterion referenced measurement more closely than do traditional correlational item analysis techniques is developed and interpreted. Directions for future theoretical and empirical research are suggested. (Author/RC)